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Edge Computing : Master the Next Frontier of Computing

Name: Edge Computing : Master the Next Frontier of Computing
Rating: 3.9 (97 reviews)

Master Edge Computing Revolution: From Basics to Real-World Applications, Build Your Future with This Technology

Created byToppers Bootcamp

Last updated 1/2024

English

What you'll learn

Define Edge Computing & explain its core advantages like reduced latency and enhanced security.
Identify potential use cases for Edge Computing across diverse industries like finance, manufacturing, and healthcare.
Analyze the impact of Multi-access Edge Computing (MEC) and position yourself for the future of distributed processing.
Position yourself as a thought leader in the Edge Computing space, gaining valuable skills for career advancement.
Stay updated on emerging trends in Edge Computing, such as artificial intelligence and machine learning at the edge.
Implement security best practices for protecting data and devices in an Edge Computing environment.

Coding Exercises

This course includes our updated coding exercises so you can practice your skills as you learn.

Course content

10 sections • 23 lectures • 1h 46m total length

What Edge Computing is ?1:42
Discover how edge computing speeds up cloud systems by processing data at the source, reducing latency and enabling real-time decisions in smart cars and sports analytics.
Benefits of Edge Computing1:55
Reduce latency by processing data near the source for instant access. Lower bandwidth costs, enhanced security, and scalable growth come from keeping data close with edge devices.
Usecases of Edge Computing3:32
Explore how edge computing processes data near its source to enable predictive maintenance, real-time quality control, and monitoring assets across industrial, cities, retail, and healthcare contexts, including autonomous vehicles.
Quiz on Introduction to Edge Computing

Challenges of Edge Computing3:08
Best Practices for Edge Computing2:57
Define goals and requirements for edge computing to solve problems. Analyze data at the edge, prioritize secure hardware and open standards, and implement centralized management, automation, and edge analytics.
Strategies of Edge Computing3:37
Explore edge computing strategies to optimize performance with centralized management and decentralized execution, federated learning, data pre-processing at the edge, and security through zero-trust and open standards.
Quiz on Edge Computing : Challenges, Strategies and Best Practices

Edge Computing in Banking and Finance Industry4:06
Edge Computing in Manufacturing Industry3:58
Leverage edge computing to boost efficiency, profitability, and safety in manufacturing through real-time predictive maintenance, quality control, and remote asset monitoring with edge devices and AI-driven insights.
Edge Computing in Retail Industry3:23
Explore how edge computing brings real-time data processing to the point of sale, enabling personalized shopping, frictionless checkout, real-time inventory, and enhanced security in retail.
Edge Computing in Automobile Industry2:55
Edge computing enables real-time processing in the automobile industry for autonomous driving decisions, reduced latency, predictive maintenance, and connected car services that boost safety and reliability.
Edge Computing in Healthcare Industry3:22
Explore how edge computing enables real-time data processing at the point of care, powering remote monitoring, AI-assisted imaging, and personalized, faster medical decision making.
Quiz on Applications of Edge Computing

Common Industry Tools2:03
Compare Azure IoT Edge, AWS Greengrass, and Google Cloud IoT, noting strengths, weaknesses, and integration options for edge computing.
Multi-Access Edge Computing3:32
Implementation of Sensor (Mouse) & Data Processing in Edge computing14:22
Implement a Python program to track mouse movement coordinates, plot live movement trends with Matplotlib, and treat the mouse as a sensor in an edge computing workflow.
ECG Monitoring Using Edge Computing3:54
Explore real-time ECG monitoring with edge computing by routing synthetic ECG data from a Raspberry Pi edge device to a central server, processing on the edge and at the server.

Edge Computing Technologies2:36
Explore cloud edge, device edge, and fog computing technologies and how they balance power, speed, and latency. Learn where each excels, from real-time analytics to distributed processing.
Edge Computing Vendors2:48
Compare AWS, Azure, and Google Cloud edge offerings: AWS wavelength with ultra low latency and outposts, Azure Stack with IoT edge, and Anthos for seamless hybrid multi-cloud.
Edge AI : The Future of Computing2:55
Understand how edge AI uses local devices to run AI algorithms in real time, reducing latency and cloud dependency, enabling security cameras, smartphones, and IoT to operate without connectivity.

Problem Statement2:37
Examine a production line monitoring system that tracks machine status in real time, triggers threshold alerts, and demonstrates edge computing on devices like Raspberry Pi, with simulation of operation times.
Solution Implementation in Python15:54
Learn to monitor a production line by modeling machines as a dictionary with status and thresholds, prompting for operation time, and raising alerts when time exceeds thresholds.

Requirements

No prior experience needed! Jump straight into the edge computing!
Basic computer literacy and an eagerness to learn are all you need.
Python Programming knowledge is preferred to understand coding used in Projects

Description

Edge Computing: From Buzzword to Breakthrough

Unleash the power of data processing where it happens - at the edge of the network. In this comprehensive course, you'll unlock the secrets of Edge Computing, the transformative technology powering faster, smarter, and more efficient operations across industries.

No prior knowledge needed! Whether you're a tech leader, data scientist, IT pro, or simply curious about this future-forward trend, this course will equip you with everything you need to:

Master the fundamentals: Understand what Edge Computing is, its key benefits, and how it redefines data processing.
Discover real-world potential: Explore diverse use cases in banking, manufacturing, retail, healthcare, and beyond.
Tame the challenges: Learn best practices for overcoming security, data management, and implementation hurdles.
Get hands-on: Put your knowledge into action with practical labs and industry-standard tools.
Shape the future: Position yourself as an Edge Computing pioneer, ready to capitalize on this game-changing technology.

Join us and witness the future of computing, powered by the edge.

Enroll now and become part of the revolution!

This revised description focuses on the course's value proposition and actionable benefits, appealing to diverse learners without delving into specific topics. Feel free to further tailor it with unique selling points and a call to action!

Who this course is for:

Tech Enthusiasts: Curious about the next frontier of computing and its impact on various industries?
Tech Professionals: Looking to expand your skillset and stay ahead of the curve in the ever-evolving tech landscape?
Data Science Leaders: Seeking new ways to optimize data processing and unlock faster, real-time insights?
IT Professionals: Eager to understand how Edge Computing can revolutionize network infrastructure and security?
Business Leaders: Visionaries driven to identify and implement transformative technologies for a competitive edge?

Edge Computing : Master the Next Frontier of Computing

What you'll learn

Explore related topics

Coding Exercises

Course content

Introduction to Edge Computing3 lectures • 7min

Edge Computing : Challenges, Strategies and Best Practices3 lectures • 10min

Applications of Edge Computing5 lectures • 18min

Tools, Implementation & Multi-Access Edge Computing4 lectures • 24min

Edge Computing : Technologies, Vendors and Edge AI3 lectures • 8min

Project #1 : Temperature Monitoring (Edge Computing in Healthcare Industry)2 lectures • 19min

Project #2 : Vehicle Maintenance System (Edge Computing in Automobile Industry)1 lecture • 3min

Project #3: Production Line Monitoring System (Edge Computing in Manufacturing)2 lectures • 19min

Project #4 : Inventory Management System (Edge Computing in Retail Industry)0

Bonus Lecture0

Requirements

Description

Who this course is for: